KRT17high/CXCL8+ Tumor Cells Display Both Classical and Basal Features and Regulate Myeloid Infiltration in the Pancreatic Cancer Microenvironment

Author:

Carpenter Eileen S.12ORCID,Kadiyala Padma3ORCID,Elhossiny Ahmed M.4ORCID,Kemp Samantha B.5ORCID,Li Jay6ORCID,Steele Nina G.7ORCID,Nicolle Rémy8ORCID,Nwosu Zeribe C.9ORCID,Freeman Julia10ORCID,Dai Henry10ORCID,Paglia Daniel10ORCID,Du Wenting10ORCID,Donahue Katelyn11ORCID,Morales Jacqueline11ORCID,Medina-Cabrera Paola I.11ORCID,Bonilla Monica E.11ORCID,Harris Lindsey10ORCID,The Stephanie4ORCID,Gunchick Valerie12ORCID,Peterson Nicole12ORCID,Brown Kristee10ORCID,Mattea Michael9ORCID,Espinoza Carlos E.10ORCID,McGue Jake10ORCID,Kabala Sarah M.1ORCID,Baliira Rachel K.11ORCID,Renollet Nur M.10ORCID,Mooney Ayden G.1ORCID,Liu Jianhua1ORCID,Bhalla Sean1ORCID,Farida Jeremy P.1ORCID,Ko Christopher1ORCID,Machicado Jorge D.1ORCID,Kwon Richard S.1ORCID,Wamsteker Erik-Jan1ORCID,Schulman Allison1ORCID,Anderson Michelle A.1ORCID,Law Ryan1ORCID,Prabhu Anoop1ORCID,Coulombe Pierre A.7ORCID,Rao Arvind241314ORCID,Frankel Timothy L.210ORCID,Bednar Filip210ORCID,Shi Jiaqi215ORCID,Sahai Vaibhav212ORCID,Pasca Di Magliano Marina2710ORCID

Affiliation:

1. 1Department of Internal Medicine, Division of Gastroenterology and Hepatology, University of Michigan, Ann Arbor, Michigan.

2. 2Rogel Cancer Center, University of Michigan, Ann Arbor, Michigan.

3. 3Immunology Graduate Program, University of Michigan, Ann Arbor, Michigan.

4. 4Department of Computational Medicine and Bioinformatics, University of Michigan, Ann Arbor, Michigan.

5. 5Department of Molecular and Cellular Pathology, University of Michigan, Ann Arbor, Michigan.

6. 6Medical Scientist Training Program, University of Michigan, Ann Arbor, Michigan.

7. 7Department of Cell and Developmental Biology, University of Michigan, Ann Arbor, Michigan.

8. 8Université Paris Cité, Centre de Recherche sur l'Inflammation (CRI), INSERM, U1149, CNRS, ERL 8252, Paris, France.

9. 9Department of Molecular and Integrative Physiology, University of Michigan, Ann Arbor, Michigan.

10. 10Department of Surgery, University of Michigan, Ann Arbor, Michigan.

11. 11Cancer Biology Program, University of Michigan, Ann Arbor, Michigan.

12. 12Department of Internal Medicine, Division of Hematology and Oncology, University of Michigan, Ann Arbor, Michigan.

13. 13Department of Radiation Oncology, University of Michigan, Ann Arbor, Michigan.

14. 14Department of Biostatistics, University of Michigan, Ann Arbor, Michigan.

15. 15Department of Pathology, University of Michigan, Ann Arbor, Michigan.

Abstract

Abstract Purpose: Pancreatic ductal adenocarcinoma (PDAC) is generally divided in two subtypes, classical and basal. Recently, single-cell RNA sequencing has uncovered the coexistence of basal and classical cancer cells, as well as intermediary cancer cells, in individual tumors. The latter remains poorly understood; here, we sought to characterize them using a multimodal approach. Experimental Design: We performed subtyping on a single-cell RNA sequencing dataset containing 18 human PDAC samples to identify multiple intermediary subtypes. We generated patient-derived PDAC organoids for functional studies. We compared single-cell profiling of matched blood and tumor samples to measure changes in the local and systemic immune microenvironment. We then leveraged longitudinally patient-matched blood to follow individual patients over the course of chemotherapy. Results: We identified a cluster of KRT17-high intermediary cancer cells that uniquely express high levels of CXCL8 and other cytokines. The proportion of KRT17high/CXCL8+ cells in patient tumors correlated with intratumoral myeloid abundance, and, interestingly, high protumor peripheral blood granulocytes, implicating local and systemic roles. Patient-derived organoids maintained KRT17high/CXCL8+ cells and induced myeloid cell migration in a CXCL8-dependent manner. In our longitudinal studies, plasma CXCL8 decreased following chemotherapy in responsive patients, while CXCL8 persistence portended worse prognosis. Conclusions: Through single-cell analysis of PDAC samples, we identified KRT17high/CXCL8+ cancer cells as an intermediary subtype, marked by a unique cytokine profile and capable of influencing myeloid cells in the tumor microenvironment and systemically. The abundance of this cell population should be considered for patient stratification in precision immunotherapy.

Publisher

American Association for Cancer Research (AACR)

Subject

Cancer Research,Oncology

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